Figure 3 | Scientific Reports

Figure 3

From: Deep learning-based identification of eyes at risk for glaucoma surgery

Figure 3

Feature importance for the within 3 months DLM model listed in decreasing order. (A) Each point on the summary plot is a Shapley value for a feature from a single prediction. Red dots increase the probability of a surgery prediction, whereas blue dots increase the probability of a non-surgery prediction. (B) Mean absolute Shapley values. IOP, MD, and PSD are the top three most important features.

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